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adversarial learning

1592 papers

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Also known as

DAL ADAL ALI ASA GAN AGR AL ADC AAL

Co-occurring keywords

domain adaptation (4578) generative adversarial network (1939) adversarial training (1261) backdoor attack (377) neural network (6616) representation learning (6174) adversarial attack (1599) large language model (12755) adversarial robustness (1335) text classification (6776)

Papers

InferES : A Natural Language Inference Corpus for Spanish Featuring Negation-Based Contrastive and Adversarial Examples COLING 2022
A Universal Identity Backdoor Attack against Speaker Verification based on Siamese Network INTERSPEECH 2022
MExMI: Pool-based Active Model Extraction Crossover Membership Inference NIPS 2022
On the Generalization Analysis of Adversarial Learning ICML 2022
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations ACL 2022
On the Robustness of Offensive Language Classifiers ACL 2022
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation EMNLP 2022
Adversarial Perturbations Augmented Language Models for Euphemism Identification EMNLP 2022
Rethinking Style Transformer with Energy-based Interpretation: Adversarial Unsupervised Style Transfer using a Pretrained Model EMNLP 2022
NashAE: Disentangling Representations through Adversarial Covariance Minimization ECCV 2022
How to Steer Your Adversary: Targeted and Efficient Model Stealing Defenses with Gradient Redirection ICML 2022
Adaptive Best-of-Both-Worlds Algorithm for Heavy-Tailed Multi-Armed Bandits ICML 2022
Detecting Adversarial Examples Is (Nearly) As Hard As Classifying Them ICML 2022
ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation EMNLP 2022
Bias Mitigation in Machine Translation Quality Estimation ACL 2022
Probing the Robustness of Trained Metrics for Conversational Dialogue Systems ACL 2022
Automatic Fake News Detection: Are current models “fact-checking” or“gut-checking”? ACL 2022
SlotGAN: Detecting Mentions in Text via Adversarial Distant Learning ACL 2022
Learning Disentangled Representations of Negation and Uncertainty ACL 2022
BppAttack: Stealthy and Efficient Trojan Attacks Against Deep Neural Networks via Image Quantization and Contrastive Adversarial Learning CVPR 2022
Tailor Versatile Multi-Modal Learning for Multi-Label Emotion Recognition AAAI 2022
Manipulating SHAP via Adversarial Data Perturbations (Student Abstract) AAAI 2022
Learning Disentangled Textual Representations via Statistical Measures of Similarity ACL 2022
Identifying ATT&CK Tactics in Android Malware Control Flow Graph through Graph Representation Learning and Interpretability (Student Abstract) AAAI 2022
DEFEAT: Deep Hidden Feature Backdoor Attacks by Imperceptible Perturbation and Latent Representation Constraints CVPR 2022